Misbah Zulfiqar

Student-facing conversational AI in primary classrooms: Should it be allowed?

The paper proposes a set of guiding principles derived from the identified tensions, emphasising teacher-mediated interaction, developmental calibration of AI use, transparency, curriculum alignment, privacy protection and equity considerations, which provide a structured basis for integrating AI in ways that support learning processes while mitigating potential risks.